Title :
Nonverbal communication with a multimodal agent via facial expression recognition
Author :
Marcos, Samuel ; Gómez-García-Bermejo, Jaime ; Zalama, Eduardo ; López, Joaquín
Author_Institution :
Robot. & Comput. Vision Div., CARTIF Centro Tecnol., Valladolid, Spain
Abstract :
Based on our previous work in the development of a multimodal animated avatar oriented to human-machine interaction and social robotics, a facial expression recognition system is presented in this paper. Both the avatar´s architecture and facial recognition system have been oriented to FACS Action Units recognition and generation, so they can be easily integrated. The resulting animated system is able to maintain nonverbal and verbal bidirectional communication, enhancing the interaction with the avatar and making it more natural for the users.
Keywords :
avatars; computer animation; face recognition; robot vision; FACS action unit recognition; avatar oriented animation; facial expression recognition; human-machine interaction; multimodal agent; nonverbal communication; social robotics; verbal bidirectional communication; Eyebrows; Face; Face recognition; Feature extraction; Gabor filters; Mouth; Shape; AU recognition; Active Shape Models; Gabor filters; hierarchical skeletons facial animation; multimodal human - robot interfaces;
Conference_Titel :
Robotics and Automation (ICRA), 2011 IEEE International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-61284-386-5
DOI :
10.1109/ICRA.2011.5979953